{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# From GSM to 5G - The Evolution of Forward Error Correction\n",
    "\n",
    "This notebook compares the different FEC schemes from GSM via UMTS and LTE to 5G NR.\n",
    "Please note that a *fair* comparison of different coding schemes depends on many aspects such as:\n",
    "\n",
    " - Decoding complexity, latency, and scalability\n",
    "\n",
    "- Level of parallelism of the decoding algorithm and memory access patterns\n",
    "\n",
    "- Error-floor behavior\n",
    "\n",
    "- Rate adaptivity and flexibility\n",
    "\n",
    "## Table of Contents\n",
    "* [GPU Configuration and Imports](#GPU-Configuration-and-Imports)\n",
    "* [System Model](#System-Model)\n",
    "* [Error Rate Simulations](#Error-Rate-Simulations)\n",
    "* [Results for Longer Codewords](#Results-for-Longer-Codewords)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## GPU Configuration and Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-09T13:13:42.917551Z",
     "iopub.status.busy": "2025-03-09T13:13:42.916928Z",
     "iopub.status.idle": "2025-03-09T13:13:45.368486Z",
     "shell.execute_reply": "2025-03-09T13:13:45.367645Z"
    }
   },
   "outputs": [],
   "source": [
    "import os\n",
    "if os.getenv(\"CUDA_VISIBLE_DEVICES\") is None:\n",
    "    gpu_num = 0 # Use \"\" to use the CPU\n",
    "    os.environ[\"CUDA_VISIBLE_DEVICES\"] = f\"{gpu_num}\"\n",
    "os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
    "\n",
    "# Import Sionna\n",
    "try:\n",
    "    import sionna.phy\n",
    "except ImportError as e:\n",
    "    import sys\n",
    "    if 'google.colab' in sys.modules:\n",
    "       # Install Sionna in Google Colab\n",
    "       print(\"Installing Sionna and restarting the runtime. Please run the cell again.\")\n",
    "       os.system(\"pip install sionna\")\n",
    "       os.kill(os.getpid(), 5)\n",
    "    else:\n",
    "       raise e\n",
    "\n",
    "# Configure the notebook to use only a single GPU and allocate only as much memory as needed\n",
    "# For more details, see https://www.tensorflow.org/guide/gpu\n",
    "import tensorflow as tf\n",
    "gpus = tf.config.list_physical_devices('GPU')\n",
    "if gpus:\n",
    "    try:\n",
    "        tf.config.experimental.set_memory_growth(gpus[0], True)\n",
    "    except RuntimeError as e:\n",
    "        print(e)\n",
    "\n",
    "# Avoid warnings from TensorFlow\n",
    "tf.get_logger().setLevel('ERROR')\n",
    "\n",
    "sionna.phy.config.seed = 42 # Set seed for reproducible random number generation\n",
    "\n",
    "# Load the required Sionna components\n",
    "from sionna.phy import Block\n",
    "from sionna.phy.mapping import Mapper, Demapper, Constellation, BinarySource\n",
    "from sionna.phy.fec.polar import Polar5GEncoder, Polar5GDecoder\n",
    "from sionna.phy.fec.ldpc import LDPC5GEncoder, LDPC5GDecoder\n",
    "from sionna.phy.fec.conv import ConvEncoder, ViterbiDecoder\n",
    "from sionna.phy.fec.turbo import TurboEncoder, TurboDecoder\n",
    "from sionna.phy.utils import ebnodb2no, hard_decisions, PlotBER\n",
    "from sionna.phy.channel import AWGN"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-09T13:13:45.372380Z",
     "iopub.status.busy": "2025-03-09T13:13:45.371984Z",
     "iopub.status.idle": "2025-03-09T13:13:45.381389Z",
     "shell.execute_reply": "2025-03-09T13:13:45.380545Z"
    }
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tensorflow as tf"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## System Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-09T13:13:45.385131Z",
     "iopub.status.busy": "2025-03-09T13:13:45.384810Z",
     "iopub.status.idle": "2025-03-09T13:13:45.395748Z",
     "shell.execute_reply": "2025-03-09T13:13:45.395008Z"
    }
   },
   "outputs": [],
   "source": [
    "class System_Model(Block):\n",
    "    \"\"\"System model for channel coding BER simulations.\n",
    "    \n",
    "    This model allows to simulate BERs over an AWGN channel with\n",
    "    QAM modulation. Arbitrary FEC encoder/decoder layers can be used to \n",
    "    initialize the model.\n",
    "    \n",
    "    Parameters\n",
    "    ----------\n",
    "        k: int\n",
    "            number of information bits per codeword.\n",
    "        \n",
    "        n: int \n",
    "            codeword length.\n",
    "        \n",
    "        num_bits_per_symbol: int\n",
    "            number of bits per QAM symbol.\n",
    "            \n",
    "        encoder: Sionna Block\n",
    "            A Sionna Block that encodes information bit tensors.\n",
    "            \n",
    "        decoder: Sionna Block\n",
    "            A Sionna Block that decodes llr tensors.\n",
    "            \n",
    "        demapping_method: str\n",
    "            A string denoting the demapping method. Can be either \"app\" or \"maxlog\".\n",
    "            \n",
    "        sim_esno: bool  \n",
    "            A boolean defaults to False. If true, no rate-adjustment is done for the SNR calculation.\n",
    "            \n",
    "    Input\n",
    "    -----\n",
    "        batch_size: int or tf.int\n",
    "            The batch_size used for the simulation.\n",
    "        \n",
    "        ebno_db: float or tf.float\n",
    "            A float defining the simulation SNR.\n",
    "            \n",
    "    Output\n",
    "    ------\n",
    "        (u, u_hat):\n",
    "            Tuple:\n",
    "        \n",
    "        u: tf.float32\n",
    "            A tensor of shape `[batch_size, k] of 0s and 1s containing the transmitted information bits.           \n",
    "\n",
    "        u_hat: tf.float32\n",
    "            A tensor of shape `[batch_size, k] of 0s and 1s containing the estimated information bits.           \n",
    "    \"\"\"\n",
    "    def __init__(self,\n",
    "                 k,\n",
    "                 n,\n",
    "                 num_bits_per_symbol,                 \n",
    "                 encoder,\n",
    "                 decoder,\n",
    "                 demapping_method=\"app\",\n",
    "                 sim_esno=False):\n",
    "\n",
    "        super().__init__()\n",
    "        \n",
    "        # store values internally\n",
    "        self.k = k\n",
    "        self.n = n\n",
    "        self.sim_esno = sim_esno # disable rate-adjustment for SNR calc\n",
    "        \n",
    "        # number of bit per QAM symbol\n",
    "        self.num_bits_per_symbol = num_bits_per_symbol\n",
    "\n",
    "        # init components\n",
    "        self.source = BinarySource()\n",
    "       \n",
    "        # initialize mapper and demapper for constellation object\n",
    "        self.constellation = Constellation(\"qam\",\n",
    "                                num_bits_per_symbol=self.num_bits_per_symbol)\n",
    "        self.mapper = Mapper(constellation=self.constellation)\n",
    "        self.demapper = Demapper(demapping_method,\n",
    "                                 constellation=self.constellation)\n",
    "        \n",
    "        # the channel can be replaced by more sophisticated models\n",
    "        self.channel = AWGN()\n",
    "\n",
    "        # FEC encoder / decoder\n",
    "        self.encoder = encoder\n",
    "        self.decoder = decoder\n",
    "\n",
    "    @tf.function(jit_compile=True) # enable graph mode for increased throughputs\n",
    "    def call(self, batch_size, ebno_db):\n",
    "        return self.call_no_xla(batch_size, ebno_db)\n",
    "\n",
    "    # Polar codes cannot be executed with XLA\n",
    "    @tf.function(jit_compile=False) # enable graph mode \n",
    "    def call_no_xla(self, batch_size, ebno_db):\n",
    "        \n",
    "        u = self.source([batch_size, self.k]) # generate random data\n",
    "        \n",
    "        if self.encoder is None:\n",
    "            # uncoded transmission\n",
    "            c = u\n",
    "        else:\n",
    "            c = self.encoder(u) # explicitly encode\n",
    "\n",
    "        # calculate noise variance\n",
    "        if self.sim_esno:\n",
    "            no = ebnodb2no(ebno_db,\n",
    "                       num_bits_per_symbol=1,\n",
    "                       coderate=1)\n",
    "        else: \n",
    "            if self.encoder is None:\n",
    "                # uncoded transmission\n",
    "                coderate = 1\n",
    "            else:\n",
    "                coderate = self.k/self.n\n",
    "\n",
    "            no = ebnodb2no(ebno_db,\n",
    "                           num_bits_per_symbol=self.num_bits_per_symbol,\n",
    "                           coderate=coderate)            \n",
    "        \n",
    "        x = self.mapper(c) # map c to symbols x\n",
    "        \n",
    "        y = self.channel(x, no) # transmit over AWGN channel\n",
    "\n",
    "        llr_ch = self.demapper(y, no) # demapp y to LLRs\n",
    "        \n",
    "        if self.decoder is None:\n",
    "            # uncoded transmission\n",
    "            u_hat = hard_decisions(llr_ch) \n",
    "        else:\n",
    "            u_hat = self.decoder(llr_ch) # run FEC decoder (incl. rate-recovery)\n",
    "        return u, u_hat"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Error Rate Simulations\n",
    "\n",
    "We now compare the different schemes for a codeword length of $n=1024$ and coderate $r=0.5$.\n",
    "\n",
    "Let us define the codes to be simulated."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-09T13:13:45.399539Z",
     "iopub.status.busy": "2025-03-09T13:13:45.399222Z",
     "iopub.status.idle": "2025-03-09T13:13:45.517045Z",
     "shell.execute_reply": "2025-03-09T13:13:45.516202Z"
    }
   },
   "outputs": [],
   "source": [
    "# code parameters\n",
    "k = 512 # number of information bits per codeword\n",
    "n = 1024 # desired codeword length\n",
    "codes_under_test = []\n",
    "\n",
    "# Uncoded transmission\n",
    "enc = None\n",
    "dec = None\n",
    "name = \"Uncoded QPSK\"\n",
    "codes_under_test.append([enc, dec, name])\n",
    "\n",
    "# Conv. code with Viterbi decoding \n",
    "enc = ConvEncoder(rate=1/2, constraint_length=5)\n",
    "dec = ViterbiDecoder(gen_poly=enc.gen_poly, method=\"soft_llr\")\n",
    "name = \"GSM: Convolutional Codes\"\n",
    "codes_under_test.append([enc, dec, name])\n",
    "\n",
    "# Turbo codes\n",
    "enc = TurboEncoder(rate=1/2, constraint_length=4, terminate=True)\n",
    "dec = TurboDecoder(encoder=enc, num_iter=8)\n",
    "name = \"UMTS/LTE: Turbo Codes\"\n",
    "codes_under_test.append([enc, dec, name])\n",
    "\n",
    "# LDPC codes\n",
    "enc = LDPC5GEncoder(k, n)\n",
    "dec = LDPC5GDecoder(encoder=enc, num_iter=40)\n",
    "name = \"5G: LDPC\"\n",
    "codes_under_test.append([enc, dec, name])\n",
    "\n",
    "# Polar codes\n",
    "enc = Polar5GEncoder(k, n)\n",
    "dec = Polar5GDecoder(enc, dec_type=\"hybSCL\", list_size=32)\n",
    "name = \"5G: Polar+CRC\"\n",
    "codes_under_test.append([enc, dec, name])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Generate a new BER plot figure to save and plot simulation results efficiently."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-09T13:13:45.520899Z",
     "iopub.status.busy": "2025-03-09T13:13:45.520593Z",
     "iopub.status.idle": "2025-03-09T13:13:45.524131Z",
     "shell.execute_reply": "2025-03-09T13:13:45.523482Z"
    }
   },
   "outputs": [],
   "source": [
    "ber_plot = PlotBER(\"\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And run the BER simulation for each code."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-09T13:13:45.528127Z",
     "iopub.status.busy": "2025-03-09T13:13:45.527905Z",
     "iopub.status.idle": "2025-03-10T20:42:25.072660Z",
     "shell.execute_reply": "2025-03-10T20:42:25.071185Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Running: Uncoded QPSK\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EbNo [dB] |        BER |       BLER |  bit errors |    num bits | block errors |  num blocks | runtime [s] |    status\n",
      "---------------------------------------------------------------------------------------------------------------------------------------\n",
      "      0.0 | 7.8639e-02 | 1.0000e+00 |      402630 |     5120000 |        10000 |       10000 |         1.9 |reached target block errors\n",
      "      0.2 | 7.3970e-02 | 1.0000e+00 |      378725 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.4 | 6.9340e-02 | 1.0000e+00 |      355019 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.6 | 6.4879e-02 | 1.0000e+00 |      332180 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.8 | 6.0540e-02 | 1.0000e+00 |      309966 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.0 | 5.6242e-02 | 1.0000e+00 |      287957 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.2 | 5.2311e-02 | 1.0000e+00 |      267831 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.4 | 4.8157e-02 | 1.0000e+00 |      246564 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.6 | 4.4622e-02 | 1.0000e+00 |      228466 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.8 | 4.0873e-02 | 1.0000e+00 |      209271 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      2.0 | 3.7578e-02 | 1.0000e+00 |      192401 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      2.2 | 3.4334e-02 | 1.0000e+00 |      175790 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      2.4 | 3.1201e-02 | 1.0000e+00 |      159748 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      2.6 | 2.8221e-02 | 1.0000e+00 |      144492 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      2.8 | 2.5331e-02 | 1.0000e+00 |      129697 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      3.0 | 2.3013e-02 | 1.0000e+00 |      117825 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      3.2 | 2.0366e-02 | 9.9980e-01 |      104272 |     5120000 |         9998 |       10000 |         0.0 |reached target block errors\n",
      "      3.4 | 1.8224e-02 | 1.0000e+00 |       93309 |     5120000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      3.6 | 1.6016e-02 | 9.9980e-01 |       82001 |     5120000 |         9998 |       10000 |         0.0 |reached target block errors\n",
      "      3.8 | 1.4282e-02 | 9.9930e-01 |       73124 |     5120000 |         9993 |       10000 |         0.0 |reached target block errors\n",
      "      4.0 | 1.2508e-02 | 9.9850e-01 |       64042 |     5120000 |         9985 |       10000 |         0.0 |reached target block errors\n",
      "      4.2 | 1.0846e-02 | 9.9640e-01 |       55532 |     5120000 |         9964 |       10000 |         0.0 |reached target block errors\n",
      "      4.4 | 9.4846e-03 | 9.9220e-01 |       48561 |     5120000 |         9922 |       10000 |         0.0 |reached target block errors\n",
      "      4.6 | 8.0947e-03 | 9.8530e-01 |       41445 |     5120000 |         9853 |       10000 |         0.0 |reached target block errors\n",
      "      4.8 | 7.0646e-03 | 9.7390e-01 |       36171 |     5120000 |         9739 |       10000 |         0.0 |reached target block errors\n",
      "      5.0 | 5.9846e-03 | 9.5410e-01 |       30641 |     5120000 |         9541 |       10000 |         0.0 |reached target block errors\n",
      "      5.2 | 5.0121e-03 | 9.2440e-01 |       25662 |     5120000 |         9244 |       10000 |         0.0 |reached target block errors\n",
      "      5.4 | 4.2078e-03 | 8.9130e-01 |       21544 |     5120000 |         8913 |       10000 |         0.0 |reached target block errors\n",
      "      5.6 | 3.4760e-03 | 8.2980e-01 |       17797 |     5120000 |         8298 |       10000 |         0.0 |reached target block errors\n",
      "      5.8 | 2.8916e-03 | 7.7470e-01 |       14805 |     5120000 |         7747 |       10000 |         0.0 |reached target block errors\n",
      "      6.0 | 2.3920e-03 | 7.0570e-01 |       12247 |     5120000 |         7057 |       10000 |         0.0 |reached target block errors\n",
      "      6.2 | 1.9475e-03 | 6.3220e-01 |        9971 |     5120000 |         6322 |       10000 |         0.0 |reached target block errors\n",
      "      6.4 | 1.5863e-03 | 5.5570e-01 |        8122 |     5120000 |         5557 |       10000 |         0.0 |reached target block errors\n",
      "      6.6 | 1.2424e-03 | 4.7520e-01 |        6361 |     5120000 |         4752 |       10000 |         0.0 |reached target block errors\n",
      "      6.8 | 9.8926e-04 | 3.9790e-01 |        5065 |     5120000 |         3979 |       10000 |         0.0 |reached target block errors\n",
      "      7.0 | 7.6328e-04 | 3.2270e-01 |        3908 |     5120000 |         3227 |       10000 |         0.0 |reached target block errors\n",
      "      7.2 | 5.9531e-04 | 2.6300e-01 |        3048 |     5120000 |         2630 |       10000 |         0.0 |reached target block errors\n",
      "      7.4 | 4.5977e-04 | 2.0680e-01 |        2354 |     5120000 |         2068 |       10000 |         0.0 |reached target block errors\n",
      "      7.6 | 3.3760e-04 | 1.5880e-01 |        3457 |    10240000 |         3176 |       20000 |         0.0 |reached target block errors\n",
      "      7.8 | 2.5752e-04 | 1.2340e-01 |        2637 |    10240000 |         2468 |       20000 |         0.0 |reached target block errors\n",
      "\n",
      " Running: GSM: Convolutional Codes\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EbNo [dB] |        BER |       BLER |  bit errors |    num bits | block errors |  num blocks | runtime [s] |    status\n",
      "---------------------------------------------------------------------------------------------------------------------------------------\n",
      "      0.0 | 1.1188e-01 | 1.0000e+00 |      572839 |     5120000 |        10000 |       10000 |         7.3 |reached target block errors\n",
      "      0.2 | 9.5131e-02 | 9.9970e-01 |      487069 |     5120000 |         9997 |       10000 |         0.1 |reached target block errors\n",
      "      0.4 | 7.9436e-02 | 9.9900e-01 |      406711 |     5120000 |         9990 |       10000 |         0.1 |reached target block errors\n",
      "      0.6 | 6.4824e-02 | 9.9620e-01 |      331900 |     5120000 |         9962 |       10000 |         0.1 |reached target block errors\n",
      "      0.8 | 5.2889e-02 | 9.9280e-01 |      270794 |     5120000 |         9928 |       10000 |         0.1 |reached target block errors\n",
      "      1.0 | 4.1660e-02 | 9.7820e-01 |      213301 |     5120000 |         9782 |       10000 |         0.1 |reached target block errors\n",
      "      1.2 | 3.2918e-02 | 9.5830e-01 |      168542 |     5120000 |         9583 |       10000 |         0.1 |reached target block errors\n",
      "      1.4 | 2.5616e-02 | 9.2220e-01 |      131153 |     5120000 |         9222 |       10000 |         0.1 |reached target block errors\n",
      "      1.6 | 1.9042e-02 | 8.5830e-01 |       97497 |     5120000 |         8583 |       10000 |         0.1 |reached target block errors\n",
      "      1.8 | 1.4026e-02 | 7.9010e-01 |       71815 |     5120000 |         7901 |       10000 |         0.1 |reached target block errors\n",
      "      2.0 | 1.0373e-02 | 6.9010e-01 |       53111 |     5120000 |         6901 |       10000 |         0.1 |reached target block errors\n",
      "      2.2 | 7.4807e-03 | 5.9100e-01 |       38301 |     5120000 |         5910 |       10000 |         0.1 |reached target block errors\n",
      "      2.4 | 5.4088e-03 | 4.9580e-01 |       27693 |     5120000 |         4958 |       10000 |         0.1 |reached target block errors\n",
      "      2.6 | 3.6822e-03 | 3.9570e-01 |       18853 |     5120000 |         3957 |       10000 |         0.1 |reached target block errors\n",
      "      2.8 | 2.6064e-03 | 3.1930e-01 |       13345 |     5120000 |         3193 |       10000 |         0.1 |reached target block errors\n",
      "      3.0 | 1.7748e-03 | 2.3750e-01 |        9087 |     5120000 |         2375 |       10000 |         0.1 |reached target block errors\n",
      "      3.2 | 1.2456e-03 | 1.8075e-01 |       12755 |    10240000 |         3615 |       20000 |         0.1 |reached target block errors\n",
      "      3.4 | 8.4326e-04 | 1.3490e-01 |        8635 |    10240000 |         2698 |       20000 |         0.1 |reached target block errors\n",
      "      3.6 | 5.7129e-04 | 1.0220e-01 |        5850 |    10240000 |         2044 |       20000 |         0.1 |reached target block errors\n",
      "      3.8 | 3.7826e-04 | 7.4767e-02 |        5810 |    15360000 |         2243 |       30000 |         0.2 |reached target block errors\n",
      "      4.0 | 2.6528e-04 | 5.5600e-02 |        5433 |    20480000 |         2224 |       40000 |         0.2 |reached target block errors\n",
      "      4.2 | 1.8230e-04 | 4.1580e-02 |        4667 |    25600000 |         2079 |       50000 |         0.3 |reached target block errors\n",
      "      4.4 | 1.2107e-04 | 3.0243e-02 |        4339 |    35840000 |         2117 |       70000 |         0.4 |reached target block errors\n",
      "      4.6 | 8.1185e-05 | 2.2300e-02 |        3741 |    46080000 |         2007 |       90000 |         0.5 |reached target block errors\n",
      "      4.8 | 6.0286e-05 | 1.7058e-02 |        3704 |    61440000 |         2047 |      120000 |         0.7 |reached target block errors\n",
      "      5.0 | 4.4805e-05 | 1.3413e-02 |        3441 |    76800000 |         2012 |      150000 |         0.9 |reached target block errors\n",
      "      5.2 | 3.2061e-05 | 1.0450e-02 |        3283 |   102400000 |         2090 |      200000 |         1.2 |reached target block errors\n",
      "      5.4 | 2.4186e-05 | 8.4750e-03 |        2972 |   122880000 |         2034 |      240000 |         1.4 |reached target block errors\n",
      "      5.6 | 1.6527e-05 | 6.0676e-03 |        2877 |   174080000 |         2063 |      340000 |         2.0 |reached target block errors\n",
      "      5.8 | 1.2327e-05 | 4.7047e-03 |        2714 |   220160000 |         2023 |      430000 |         2.5 |reached target block errors\n",
      "      6.0 | 9.9204e-06 | 3.8264e-03 |        2692 |   271360000 |         2028 |      530000 |         3.0 |reached target block errors\n",
      "      6.2 | 7.2783e-06 | 2.9441e-03 |        2534 |   348160000 |         2002 |      680000 |         3.9 |reached target block errors\n",
      "      6.4 | 5.5864e-06 | 2.2818e-03 |        2517 |   450560000 |         2008 |      880000 |         5.1 |reached target block errors\n",
      "      6.6 | 4.1099e-06 | 1.7231e-03 |        2462 |   599040000 |         2016 |     1170000 |         6.7 |reached target block errors\n",
      "      6.8 | 2.9948e-06 | 1.3105e-03 |        2346 |   783360000 |         2005 |     1530000 |         8.8 |reached target block errors\n",
      "      7.0 | 2.2300e-06 | 9.7718e-04 |        2352 |  1054720000 |         2013 |     2060000 |        11.8 |reached target block errors\n",
      "      7.2 | 1.6952e-06 | 7.6374e-04 |        2274 |  1341440000 |         2001 |     2620000 |        15.1 |reached target block errors\n",
      "      7.4 | 1.2223e-06 | 5.5694e-04 |        2253 |  1843200000 |         2005 |     3600000 |        20.7 |reached target block errors\n",
      "      7.6 | 9.2857e-07 | 4.2756e-04 |        2225 |  2396160000 |         2001 |     4680000 |        27.0 |reached target block errors\n",
      "      7.8 | 6.5748e-07 | 3.0989e-04 |        2178 |  3312640000 |         2005 |     6470000 |        37.4 |reached target block errors\n",
      "\n",
      " Running: UMTS/LTE: Turbo Codes\n",
      "<dtype: 'float32'>\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EbNo [dB] |        BER |       BLER |  bit errors |    num bits | block errors |  num blocks | runtime [s] |    status\n",
      "---------------------------------------------------------------------------------------------------------------------------------------\n",
      "      0.0 | 1.2036e-01 | 9.8210e-01 |      616241 |     5120000 |         9821 |       10000 |        47.3 |reached target block errors\n",
      "      0.2 | 1.0284e-01 | 9.3380e-01 |      526521 |     5120000 |         9338 |       10000 |         0.5 |reached target block errors\n",
      "      0.4 | 8.0533e-02 | 8.3220e-01 |      412327 |     5120000 |         8322 |       10000 |         0.5 |reached target block errors\n",
      "      0.6 | 5.4910e-02 | 6.3940e-01 |      281140 |     5120000 |         6394 |       10000 |         0.5 |reached target block errors\n",
      "      0.8 | 3.2185e-02 | 4.1190e-01 |      164786 |     5120000 |         4119 |       10000 |         0.5 |reached target block errors\n",
      "      1.0 | 1.6551e-02 | 2.2840e-01 |       84740 |     5120000 |         2284 |       10000 |         0.5 |reached target block errors\n",
      "      1.2 | 6.2887e-03 | 9.6700e-02 |       96595 |    15360000 |         2901 |       30000 |         1.5 |reached target block errors\n",
      "      1.4 | 1.9281e-03 | 3.2257e-02 |       69104 |    35840000 |         2258 |       70000 |         3.5 |reached target block errors\n",
      "      1.6 | 4.9819e-04 | 9.1227e-03 |       56116 |   112640000 |         2007 |      220000 |        11.1 |reached target block errors\n",
      "      1.8 | 9.6408e-05 | 2.0629e-03 |       47880 |   496640000 |         2001 |      970000 |        48.9 |reached target block errors\n",
      "      2.0 | 1.5120e-05 | 3.9683e-04 |       39016 |  2580480000 |         2000 |     5040000 |       254.2 |reached target block errors\n",
      "      2.2 | 2.2768e-06 | 8.2700e-05 |       11657 |  5120000000 |          827 |    10000000 |       504.0 |reached max iterations\n",
      "\n",
      "Simulation stopped as target BLER is reached @ EbNo = 2.2 dB.\n",
      "\n",
      "\n",
      " Running: 5G: LDPC\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EbNo [dB] |        BER |       BLER |  bit errors |    num bits | block errors |  num blocks | runtime [s] |    status\n",
      "---------------------------------------------------------------------------------------------------------------------------------------\n",
      "      0.0 | 1.6374e-01 | 9.8460e-01 |      838357 |     5120000 |         9846 |       10000 |         6.8 |reached target block errors\n",
      "      0.2 | 1.4213e-01 | 9.4050e-01 |      727682 |     5120000 |         9405 |       10000 |         0.2 |reached target block errors\n",
      "      0.4 | 1.1441e-01 | 8.3600e-01 |      585782 |     5120000 |         8360 |       10000 |         0.2 |reached target block errors\n",
      "      0.6 | 8.2134e-02 | 6.5360e-01 |      420528 |     5120000 |         6536 |       10000 |         0.2 |reached target block errors\n",
      "      0.8 | 5.0532e-02 | 4.3360e-01 |      258724 |     5120000 |         4336 |       10000 |         0.2 |reached target block errors\n",
      "      1.0 | 2.6273e-02 | 2.4060e-01 |      134516 |     5120000 |         2406 |       10000 |         0.2 |reached target block errors\n",
      "      1.2 | 1.0823e-02 | 1.0285e-01 |      110829 |    10240000 |         2057 |       20000 |         0.4 |reached target block errors\n",
      "      1.4 | 3.5725e-03 | 3.6383e-02 |      109748 |    30720000 |         2183 |       60000 |         1.1 |reached target block errors\n",
      "      1.6 | 1.0070e-03 | 1.0647e-02 |       97958 |    97280000 |         2023 |      190000 |         3.5 |reached target block errors\n",
      "      1.8 | 2.1172e-04 | 2.3729e-03 |       92141 |   435200000 |         2017 |      850000 |        15.8 |reached target block errors\n",
      "      2.0 | 3.6021e-05 | 4.5545e-04 |       81149 |  2252800000 |         2004 |     4400000 |        82.1 |reached target block errors\n",
      "      2.2 | 5.1234e-06 | 8.8700e-05 |       26232 |  5120000000 |          887 |    10000000 |       186.6 |reached max iterations\n",
      "\n",
      "Simulation stopped as target BLER is reached @ EbNo = 2.2 dB.\n",
      "\n",
      "\n",
      " Running: 5G: Polar+CRC\n",
      "EbNo [dB] |        BER |       BLER |  bit errors |    num bits | block errors |  num blocks | runtime [s] |    status\n",
      "---------------------------------------------------------------------------------------------------------------------------------------\n",
      "      0.0 | 4.1038e-01 | 9.3900e-01 |      210117 |      512000 |          939 |        1000 |       724.1 |reached target block errors\n",
      "      0.2 | 3.4673e-01 | 8.3400e-01 |      177524 |      512000 |          834 |        1000 |       666.8 |reached target block errors\n",
      "      0.4 | 2.7139e-01 | 6.8300e-01 |      138950 |      512000 |          683 |        1000 |       666.2 |reached target block errors\n",
      "      0.6 | 1.7986e-01 | 4.7800e-01 |       92090 |      512000 |          478 |        1000 |       640.0 |reached target block errors\n",
      "      0.8 | 9.5201e-02 | 2.9000e-01 |       48743 |      512000 |          290 |        1000 |       604.9 |reached target block errors\n",
      "      1.0 | 4.7203e-02 | 1.4900e-01 |       48336 |     1024000 |          298 |        2000 |      1096.8 |reached target block errors\n",
      "      1.2 | 1.4817e-02 | 5.0500e-02 |       30346 |     2048000 |          202 |        4000 |      1801.8 |reached target block errors\n",
      "      1.4 | 5.0508e-03 | 1.7250e-02 |       31032 |     6144000 |          207 |       12000 |      4091.6 |reached target block errors\n",
      "      1.6 | 1.0900e-03 | 4.4130e-03 |       25672 |    23552000 |          203 |       46000 |     10743.4 |reached target block errors\n",
      "      1.8 | 2.9683e-04 | 1.1802e-03 |       26140 |    88064000 |          203 |      172000 |     24898.3 |reached target block errors\n",
      "      2.0 | 5.4104e-05 | 2.5221e-04 |       21967 |   406016000 |          200 |      793000 |     66052.9 |reached target block errors\n",
      "\n",
      "Simulation stopped as target BLER is reached @ EbNo = 2.0 dB.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "num_bits_per_symbol = 2 # QPSK\n",
    "ebno_db = np.arange(0., 8, 0.2) # sim SNR range \n",
    "\n",
    "# run ber simulations for each code we have added to the list\n",
    "for code in codes_under_test:\n",
    "    print(\"\\n Running: \" + code[2])\n",
    "    \n",
    "    # generate a new model with the given encoder/decoder\n",
    "    model = System_Model(k=k,\n",
    "                         n=n,\n",
    "                         num_bits_per_symbol=num_bits_per_symbol,\n",
    "                         encoder=code[0],\n",
    "                         decoder=code[1],\n",
    "                         sim_esno=False)\n",
    "    \n",
    "    # run the Polar code in a separate call, as currently no XLA is supported\n",
    "    if not code[2]==\"5G: Polar+CRC\":\n",
    "        ber_plot.simulate(model, # the function have defined previously\n",
    "                        ebno_dbs=ebno_db, # SNR to simulate\n",
    "                        legend=code[2], # legend string for plotting\n",
    "                        max_mc_iter=1000, # run 1000 Monte Carlo runs per SNR point\n",
    "                        num_target_block_errors=2000, # continue with next SNR point after 1000 bit errors\n",
    "                        target_bler=3e-4,\n",
    "                        batch_size=10000, # batch-size per Monte Carlo run\n",
    "                        soft_estimates=False, # the model returns hard-estimates\n",
    "                        early_stop=True, # stop simulation if no error has been detected at current SNR point\n",
    "                        show_fig=False, # we show the figure after all results are simulated\n",
    "                        add_bler=True, # in case BLER is also interesting\n",
    "                        forward_keyboard_interrupt=False);\n",
    "    else:\n",
    "        # run model in non_xla mode        \n",
    "        ber_plot.simulate(model.call_no_xla, # no XLA\n",
    "                         ebno_dbs=ebno_db, # SNR to simulate\n",
    "                         legend=code[2], # legend string for plotting\n",
    "                         max_mc_iter=10000, # we use more iterations with smaller batches\n",
    "                         num_target_block_errors=200, # continue with next SNR point after 1000 bit errors\n",
    "                         target_bler=3e-4,\n",
    "                         batch_size=1000, # batch-size per Monte Carlo run\n",
    "                         soft_estimates=False, # the model returns hard-estimates\n",
    "                         early_stop=True, # stop simulation if no error has been detected at current SNR point\n",
    "                         show_fig=False, # we show the figure after all results are simulated\n",
    "                         add_bler=True, # in case BLER is also interesting\n",
    "                         forward_keyboard_interrupt=False);        "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And show the final performance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-10T20:42:25.076318Z",
     "iopub.status.busy": "2025-03-10T20:42:25.075698Z",
     "iopub.status.idle": "2025-03-10T20:42:25.570727Z",
     "shell.execute_reply": "2025-03-10T20:42:25.569919Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1600x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# remove \"(BLER)\" labels from legend\n",
    "for idx, l in enumerate(ber_plot.legend):\n",
    "    ber_plot.legend[idx] = l.replace(\" (BLER)\", \"\")\n",
    "    \n",
    "# and plot the BLER\n",
    "ber_plot(xlim=[0, 7], ylim=[3.e-4, 1], show_ber=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-10T20:42:25.575771Z",
     "iopub.status.busy": "2025-03-10T20:42:25.575487Z",
     "iopub.status.idle": "2025-03-10T20:42:26.107700Z",
     "shell.execute_reply": "2025-03-10T20:42:26.106649Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1600x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# BER\n",
    "ber_plot(xlim=[0, 7], ylim=[2.e-7, 1], show_bler=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Results for Longer Codewords\n",
    "\n",
    "In particular for the data channels, longer codewords are usually required.\n",
    "For these applications, LDPC and Turbo codes are the workhorse of 5G and LTE, respectively. \n",
    "\n",
    "Let's compare LDPC and Turbo codes for $k=6144$ information bits and coderate $r=1/3$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-10T20:42:26.110080Z",
     "iopub.status.busy": "2025-03-10T20:42:26.109790Z",
     "iopub.status.idle": "2025-03-10T20:42:26.230442Z",
     "shell.execute_reply": "2025-03-10T20:42:26.229511Z"
    }
   },
   "outputs": [],
   "source": [
    "# code parameters\n",
    "k = 2048 # number of information bits per codeword\n",
    "n = 6156 # desired codeword length (including termination bits)\n",
    "codes_under_test = []\n",
    "\n",
    "# Uncoded QPSK\n",
    "enc = None\n",
    "dec = None\n",
    "name = \"Uncoded QPSK\"\n",
    "codes_under_test.append([enc, dec, name])\n",
    "\n",
    "#Turbo. codes\n",
    "enc = TurboEncoder(rate=1/3, constraint_length=4, terminate=True)\n",
    "dec = TurboDecoder(encoder=enc, num_iter=8)\n",
    "name = \"UMTS/LTE: Turbo Codes\"\n",
    "codes_under_test.append([enc, dec, name])\n",
    "\n",
    "# LDPC\n",
    "enc = LDPC5GEncoder(k, n)\n",
    "dec = LDPC5GDecoder(encoder=enc, num_iter=40)\n",
    "name = \"5G: LDPC\"\n",
    "codes_under_test.append([enc, dec, name])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-10T20:42:26.232929Z",
     "iopub.status.busy": "2025-03-10T20:42:26.232686Z",
     "iopub.status.idle": "2025-03-10T20:42:26.235597Z",
     "shell.execute_reply": "2025-03-10T20:42:26.235138Z"
    }
   },
   "outputs": [],
   "source": [
    "ber_plot_long = PlotBER(f\"Error Rate Performance (k={k}, n={n})\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-10T20:42:26.238165Z",
     "iopub.status.busy": "2025-03-10T20:42:26.237942Z",
     "iopub.status.idle": "2025-03-10T21:58:37.334878Z",
     "shell.execute_reply": "2025-03-10T21:58:37.334107Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " Running: Uncoded QPSK\n",
      "EbNo [dB] |        BER |       BLER |  bit errors |    num bits | block errors |  num blocks | runtime [s] |    status\n",
      "---------------------------------------------------------------------------------------------------------------------------------------\n",
      "     -1.0 | 1.0363e-01 | 1.0000e+00 |     2122436 |    20480000 |        10000 |       10000 |         1.2 |reached target block errors\n",
      "     -0.9 | 1.0124e-01 | 1.0000e+00 |     2073392 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "     -0.8 | 9.8453e-02 | 1.0000e+00 |     2016326 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "     -0.7 | 9.5972e-02 | 1.0000e+00 |     1965499 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "     -0.6 | 9.3551e-02 | 1.0000e+00 |     1915924 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "     -0.5 | 9.1005e-02 | 1.0000e+00 |     1863781 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "     -0.4 | 8.8387e-02 | 1.0000e+00 |     1810164 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "     -0.3 | 8.5901e-02 | 1.0000e+00 |     1759256 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "     -0.2 | 8.3391e-02 | 1.0000e+00 |     1707855 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "     -0.1 | 8.1089e-02 | 1.0000e+00 |     1660697 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "     -0.0 | 7.8586e-02 | 1.0000e+00 |     1609442 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.1 | 7.6298e-02 | 1.0000e+00 |     1562589 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.2 | 7.3904e-02 | 1.0000e+00 |     1513552 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.3 | 7.1568e-02 | 1.0000e+00 |     1465710 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.4 | 6.9284e-02 | 1.0000e+00 |     1418945 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.5 | 6.7130e-02 | 1.0000e+00 |     1374818 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.6 | 6.4722e-02 | 1.0000e+00 |     1325503 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.7 | 6.2659e-02 | 1.0000e+00 |     1283261 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.8 | 6.0441e-02 | 1.0000e+00 |     1237828 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      0.9 | 5.8366e-02 | 1.0000e+00 |     1195334 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.0 | 5.6213e-02 | 1.0000e+00 |     1151249 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.1 | 5.4286e-02 | 1.0000e+00 |     1111775 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.2 | 5.2204e-02 | 1.0000e+00 |     1069128 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.3 | 5.0238e-02 | 1.0000e+00 |     1028882 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.4 | 4.8339e-02 | 1.0000e+00 |      989989 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.5 | 4.6420e-02 | 1.0000e+00 |      950689 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.6 | 4.4479e-02 | 1.0000e+00 |      910934 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "      1.7 | 4.2722e-02 | 1.0000e+00 |      874952 |    20480000 |        10000 |       10000 |         0.0 |reached target block errors\n",
      "\n",
      " Running: UMTS/LTE: Turbo Codes\n",
      "<dtype: 'float32'>\n",
      "EbNo [dB] |        BER |       BLER |  bit errors |    num bits | block errors |  num blocks | runtime [s] |    status\n",
      "---------------------------------------------------------------------------------------------------------------------------------------\n",
      "     -1.0 | 1.9316e-01 | 1.0000e+00 |     3955956 |    20480000 |        10000 |       10000 |        91.5 |reached target block errors\n",
      "     -0.9 | 1.8637e-01 | 1.0000e+00 |     3816948 |    20480000 |        10000 |       10000 |         2.0 |reached target block errors\n",
      "     -0.8 | 1.7884e-01 | 1.0000e+00 |     3662551 |    20480000 |        10000 |       10000 |         2.0 |reached target block errors\n",
      "     -0.7 | 1.7090e-01 | 1.0000e+00 |     3500009 |    20480000 |        10000 |       10000 |         2.0 |reached target block errors\n",
      "     -0.6 | 1.6183e-01 | 1.0000e+00 |     3314222 |    20480000 |        10000 |       10000 |         2.0 |reached target block errors\n",
      "     -0.5 | 1.5148e-01 | 1.0000e+00 |     3102411 |    20480000 |        10000 |       10000 |         2.0 |reached target block errors\n",
      "     -0.4 | 1.3943e-01 | 9.9930e-01 |     2855562 |    20480000 |         9993 |       10000 |         2.0 |reached target block errors\n",
      "     -0.3 | 1.2454e-01 | 9.9460e-01 |     2550626 |    20480000 |         9946 |       10000 |         2.0 |reached target block errors\n",
      "     -0.2 | 1.0651e-01 | 9.7720e-01 |     2181304 |    20480000 |         9772 |       10000 |         2.0 |reached target block errors\n",
      "     -0.1 | 8.4806e-02 | 9.1860e-01 |     1736827 |    20480000 |         9186 |       10000 |         2.0 |reached target block errors\n",
      "     -0.0 | 5.9478e-02 | 7.9110e-01 |     1218100 |    20480000 |         7911 |       10000 |         2.0 |reached target block errors\n",
      "      0.1 | 3.6126e-02 | 5.9480e-01 |      739869 |    20480000 |         5948 |       10000 |         2.0 |reached target block errors\n",
      "      0.2 | 1.7707e-02 | 3.5840e-01 |      362633 |    20480000 |         3584 |       10000 |         2.0 |reached target block errors\n",
      "      0.3 | 7.0990e-03 | 1.7600e-01 |      145387 |    20480000 |         1760 |       10000 |         2.0 |reached target block errors\n",
      "      0.4 | 2.0591e-03 | 6.2600e-02 |       42170 |    20480000 |          626 |       10000 |         2.0 |reached target block errors\n",
      "      0.5 | 5.1164e-04 | 2.0200e-02 |       31435 |    61440000 |          606 |       30000 |         6.1 |reached target block errors\n",
      "      0.6 | 1.0209e-04 | 4.6273e-03 |       22999 |   225280000 |          509 |      110000 |        22.4 |reached target block errors\n",
      "      0.7 | 1.5876e-05 | 9.0536e-04 |       18208 |  1146880000 |          507 |      560000 |       114.6 |reached target block errors\n",
      "      0.8 | 2.0979e-06 | 1.4493e-04 |       14823 |  7065600000 |          500 |     3450000 |       707.5 |reached target block errors\n",
      "      0.9 | 2.3550e-07 | 2.9200e-05 |        4823 | 20480000000 |          292 |    10000000 |      2049.4 |reached max iterations\n",
      "\n",
      "Simulation stopped as target BER is reached@ EbNo = 0.9 dB.\n",
      "\n",
      "\n",
      " Running: 5G: LDPC\n",
      "EbNo [dB] |        BER |       BLER |  bit errors |    num bits | block errors |  num blocks | runtime [s] |    status\n",
      "---------------------------------------------------------------------------------------------------------------------------------------\n",
      "     -1.0 | 2.3049e-01 | 1.0000e+00 |     4720446 |    20480000 |        10000 |       10000 |         9.3 |reached target block errors\n",
      "     -0.9 | 2.2409e-01 | 1.0000e+00 |     4589269 |    20480000 |        10000 |       10000 |         1.0 |reached target block errors\n",
      "     -0.8 | 2.1685e-01 | 1.0000e+00 |     4441089 |    20480000 |        10000 |       10000 |         1.0 |reached target block errors\n",
      "     -0.7 | 2.0853e-01 | 1.0000e+00 |     4270774 |    20480000 |        10000 |       10000 |         1.0 |reached target block errors\n",
      "     -0.6 | 1.9817e-01 | 9.9980e-01 |     4058446 |    20480000 |         9998 |       10000 |         1.0 |reached target block errors\n",
      "     -0.5 | 1.8486e-01 | 9.9900e-01 |     3785895 |    20480000 |         9990 |       10000 |         1.0 |reached target block errors\n",
      "     -0.4 | 1.6716e-01 | 9.9250e-01 |     3423397 |    20480000 |         9925 |       10000 |         1.0 |reached target block errors\n",
      "     -0.3 | 1.4083e-01 | 9.6620e-01 |     2884180 |    20480000 |         9662 |       10000 |         1.0 |reached target block errors\n",
      "     -0.2 | 1.1100e-01 | 8.9430e-01 |     2273316 |    20480000 |         8943 |       10000 |         1.0 |reached target block errors\n",
      "     -0.1 | 7.5297e-02 | 7.4070e-01 |     1542084 |    20480000 |         7407 |       10000 |         1.0 |reached target block errors\n",
      "     -0.0 | 4.4597e-02 | 5.2670e-01 |      913339 |    20480000 |         5267 |       10000 |         1.0 |reached target block errors\n",
      "      0.1 | 2.1984e-02 | 3.1200e-01 |      450224 |    20480000 |         3120 |       10000 |         1.0 |reached target block errors\n",
      "      0.2 | 8.2926e-03 | 1.3900e-01 |      169833 |    20480000 |         1390 |       10000 |         1.0 |reached target block errors\n",
      "      0.3 | 2.5131e-03 | 5.0500e-02 |       51469 |    20480000 |          505 |       10000 |         1.0 |reached target block errors\n",
      "      0.4 | 6.7440e-04 | 1.4300e-02 |       55247 |    81920000 |          572 |       40000 |         4.1 |reached target block errors\n",
      "      0.5 | 1.3451e-04 | 3.3333e-03 |       41321 |   307200000 |          500 |      150000 |        15.2 |reached target block errors\n",
      "      0.6 | 2.5533e-05 | 6.5789e-04 |       39742 |  1556480000 |          500 |      760000 |        77.1 |reached target block errors\n",
      "      0.7 | 2.8272e-06 | 1.2255e-04 |       23624 |  8355840000 |          500 |     4080000 |       414.4 |reached target block errors\n",
      "      0.8 | 5.6611e-07 | 4.0100e-05 |       11594 | 20480000000 |          401 |    10000000 |      1015.1 |reached max iterations\n",
      "\n",
      "Simulation stopped as target BER is reached@ EbNo = 0.8 dB.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "num_bits_per_symbol = 2 # QPSK\n",
    "ebno_db = np.arange(-1, 1.8, 0.1) # sim SNR range \n",
    "\n",
    "# run ber simulations for each code we have added to the list\n",
    "for code in codes_under_test:\n",
    "    print(\"\\n Running: \" + code[2])\n",
    "    \n",
    "    # generate a new model with the given encoder/decoder\n",
    "    model = System_Model(k=k,\n",
    "                         n=n,\n",
    "                         num_bits_per_symbol=num_bits_per_symbol,\n",
    "                         encoder=code[0],\n",
    "                         decoder=code[1],\n",
    "                         sim_esno=False)\n",
    "    \n",
    "    # the first argument must be a callable (function) that yields u and u_hat for batch_size and ebno\n",
    "    ber_plot_long.simulate(model, # the function have defined previously\n",
    "                     ebno_dbs=ebno_db, # SNR to simulate\n",
    "                     legend=code[2], # legend string for plotting\n",
    "                     max_mc_iter=1000, # run 100 Monte Carlo runs per SNR point\n",
    "                     num_target_block_errors=500, # continue with next SNR point after 2000 bit errors\n",
    "                     target_ber=6e-7,\n",
    "                     batch_size=10000, # batch-size per Monte Carlo run\n",
    "                     soft_estimates=False, # the model returns hard-estimates\n",
    "                     early_stop=True, # stop simulation if no error has been detected at current SNR point\n",
    "                     show_fig=False, # we show the figure after all results are simulated\n",
    "                     add_bler=True, # in case BLER is also interesting\n",
    "                     forward_keyboard_interrupt=False); # should be True in a loop"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-10T21:58:37.338405Z",
     "iopub.status.busy": "2025-03-10T21:58:37.338099Z",
     "iopub.status.idle": "2025-03-10T21:58:37.956436Z",
     "shell.execute_reply": "2025-03-10T21:58:37.955695Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1600x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# and show the figure\n",
    "ber_plot_long(xlim=[-1., 1.7],ylim=(6e-7, 1)) # we set the ylim to 1e-5 as otherwise more extensive simualtions would be required for accurate curves."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A comparison of short length codes can be found in the tutorial notebook [5G Channel Coding Polar vs. LDPC Codes](5G_Channel_Coding_Polar_vs_LDPC_Codes.ipynb)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Final Figure\n",
    "\n",
    "Combine results from the two simulations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-03-10T21:58:37.964311Z",
     "iopub.status.busy": "2025-03-10T21:58:37.964093Z",
     "iopub.status.idle": "2025-03-10T21:58:39.680137Z",
     "shell.execute_reply": "2025-03-10T21:58:39.679338Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1600x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "snrs = list(np.compress(a=ber_plot._snrs, condition=ber_plot._is_bler, axis=0))\n",
    "bers = list(np.compress(a=ber_plot._bers, condition=ber_plot._is_bler, axis=0))\n",
    "legends = list(np.compress(a=ber_plot._legends, condition=ber_plot._is_bler, axis=0))\n",
    "is_bler = list(np.compress(a=ber_plot._is_bler, condition=ber_plot._is_bler, axis=0))\n",
    "\n",
    "ylabel = \"BLER\"\n",
    "\n",
    "# generate two subplots\n",
    "fig, (ax1, ax2) = plt.subplots(1,2, figsize=(16,10))\n",
    "\n",
    "ax1.tick_params(axis='both', which='major', labelsize=18)\n",
    "ax2.tick_params(axis='both', which='major', labelsize=18)\n",
    "\n",
    "   \n",
    "# Part A \n",
    "xlim=[0, 6]\n",
    "ylim=[1e-4, 1]\n",
    "\n",
    "ax1.set_xlim(xlim)\n",
    "ax1.set_ylim(ylim)\n",
    "\n",
    "for idx, b in enumerate(bers):\n",
    "    ax1.semilogy(snrs[idx], b, \"--\", linewidth=2)\n",
    "\n",
    "ax1.grid(which=\"both\")\n",
    "ax1.set_xlabel(r\"$E_b/N_0$ (dB)\", fontsize=25)\n",
    "ax1.set_ylabel(ylabel, fontsize=25)\n",
    "ax1.legend(legends, fontsize=20, loc=\"upper right\");\n",
    "ax1.set_title(\"$k=512, n=1024$\", fontsize=20)\n",
    "\n",
    "\n",
    "# remove \"(BLER)\" labels from legend\n",
    "for idx, l in enumerate(ber_plot_long.legend):\n",
    "    ber_plot_long.legend[idx] = l.replace(\" (BLER)\", \"\")\n",
    "    \n",
    "snrs = list(np.compress(condition=ber_plot_long._is_bler, a=ber_plot_long._snrs, axis=0))\n",
    "bers = list(np.compress(condition=ber_plot_long._is_bler, a=ber_plot_long._bers, axis=0))\n",
    "legends = list(np.compress(condition=ber_plot_long._is_bler, a=ber_plot_long._legends, axis=0))\n",
    "is_bler = list(np.compress(condition=ber_plot_long._is_bler, a=ber_plot_long._is_bler, axis=0))\n",
    "\n",
    "\n",
    "# Part B\n",
    "xlim=[-1, 2]\n",
    "ylim=[1e-4, 1]\n",
    "\n",
    "ax2.set_xlim(xlim)\n",
    "ax2.set_ylim(ylim)\n",
    "ax2.set_title(\"$k=2048, n=6156$\", fontsize=20)\n",
    "\n",
    "# return figure handle\n",
    "#for idx, b in enumerate(bers):\n",
    "\n",
    "ax2.semilogy(snrs[0], bers[0], \"--\", linewidth=2, color=\"orange\")\n",
    "ax2.semilogy(snrs[1], bers[1], \"--\", linewidth=2, color=\"green\")\n",
    "ax2.semilogy(snrs[2], bers[2], \"--\", linewidth=2, color=\"blue\")\n",
    "\n",
    "ax2.grid(which=\"both\")\n",
    "ax2.set_xlabel(r\"$E_b/N_0$ (dB)\", fontsize=25)\n",
    "ax2.set_ylabel(ylabel, fontsize=25)\n",
    "plt.legend(legends, fontsize=20, loc=\"upper right\");"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.16"
  },
  "toc-autonumbering": false,
  "toc-showmarkdowntxt": false
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
